Paolo Braca

Orcid: 0000-0002-3762-4373

According to our database1, Paolo Braca authored at least 136 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Analytical Classification Performance Analysis Of Machine-Learning-Based Ship Detection From Optical Satellite Imagery.
Proceedings of the IGARSS 2024, 2024

Tracking of Multiple Spawning Targets with Heterogeneous Sensors for Seabed-To-Space Situational Awareness.
Proceedings of the IEEE International Conference on Acoustics, 2024

MARITRAC: Maritime trajectory classification using object instance segmentation with model-based generated data augmentation.
Proceedings of the 27th International Conference on Information Fusion, 2024

Adaptive Resilience in Navigation: Multi-Spoofing Attacks Defence with Statistical Hypothesis Testing and Directional Receivers.
Proceedings of the 27th International Conference on Information Fusion, 2024

Dark-VADER: Detection of Anomalous AIS Message Delays for Maritime Situational Awareness.
Proceedings of the 27th International Conference on Information Fusion, 2024

Sequential Hypothesis Testing Based on Machine Learning.
Proceedings of the 27th International Conference on Information Fusion, 2024

Detecting the Spatiotemporal Characteristics of the Supply-chain Disruption and Estimating its Short Term Effects.
Proceedings of the Workshops of the EDBT/ICDT 2024 Joint Conference co-located with the EDBT/ICDT 2024 Joint Conference, 2024

2023
Recurrent Encoder-Decoder Networks for Vessel Trajectory Prediction With Uncertainty Estimation.
IEEE Trans. Aerosp. Electron. Syst., June, 2023

Large Deviations for Classification Performance Analysis of Machine Learning Systems.
CoRR, 2023

Model-based Deep Learning for Maneuvering Target Tracking.
Proceedings of the 26th International Conference on Information Fusion, 2023

Experimental Corroboration of Trained Classification Performance Predictions.
Proceedings of the 9th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2023

2022
Fusion of Sensor Measurements and Target-Provided Information in Multitarget Tracking.
IEEE Trans. Signal Process., 2022

Enhanced Target Localization With Deployable Multiplatform Radar Nodes Based on Non-Convex Constrained Least Squares Optimization.
IEEE Trans. Signal Process., 2022

Maritime Anomaly Detection in a Real-World Scenario: Ever Given Grounding in the Suez Canal.
IEEE Trans. Intell. Transp. Syst., 2022

Bayesian Filtering for Dynamic Anomaly Detection and Tracking.
IEEE Trans. Aerosp. Electron. Syst., 2022

Next-Gen Intelligent Situational Awareness Systems for Maritime Surveillance and Autonomous Navigation [Point of View].
Proc. IEEE, 2022

Statistical Hypothesis Testing Based on Machine Learning: Large Deviations Analysis.
CoRR, 2022

Keynote: Multi-domain situational awareness - From the underwater to the space domain to improve maritime surveillance.
Proceedings of the IEEE Conference on Cognitive and Computational Aspects of Situation Management, 2022

2021
Optimal Opponent Stealth Trajectory Planning Based on an Efficient Optimization Technique.
IEEE Trans. Signal Process., 2021

Malicious AIS Spoofing and Abnormal Stealth Deviations: A Comprehensive Statistical Framework for Maritime Anomaly Detection.
IEEE Trans. Aerosp. Electron. Syst., 2021

Deep Learning Methods for Vessel Trajectory Prediction Based on Recurrent Neural Networks.
IEEE Trans. Aerosp. Electron. Syst., 2021

2-D PBR Localization Complying With Constraints Forced by Active Radar Measurements.
IEEE Trans. Aerosp. Electron. Syst., 2021

Quickest Detection of COVID-19 Pandemic Onset.
IEEE Signal Process. Lett., 2021

Quickest Detection and Forecast of Pandemic Outbreaks: Analysis of COVID-19 Waves.
IEEE Commun. Mag., 2021

Application of Hidden Markov Models to Analyze, Group and Visualize Spatio-Temporal COVID-19 Data.
IEEE Access, 2021

Constrained Target Localization for Multiplatform Radar Systems.
Proceedings of the 2021 IEEE Military Communications Conference, 2021

Sensors Localization and Target Tracking in Underwater Environment via Belief Propagation.
Proceedings of the 2021 IEEE Military Communications Conference, 2021

Maritime Anomaly Detection of Malicious Data Spoofing and Stealth Deviations from Nominal Route Exploiting Heterogeneous Sources of Information.
Proceedings of the 24th IEEE International Conference on Information Fusion, 2021

Uncertainty-Aware Recurrent Encoder-Decoder Networks for Vessel Trajectory Prediction.
Proceedings of the 24th IEEE International Conference on Information Fusion, 2021

Dynamic Source Localization via Finite-Element Underwater Acoustic Field Estimation.
Proceedings of the 29th European Signal Processing Conference, 2021

MAST: A Quickest Detection Procedure for COVID-19 Epidemiological Data to Trigger Strategic Decisions.
Proceedings of the 29th European Signal Processing Conference, 2021

2020
Multi-Class Random Matrix Filtering for Adaptive Learning.
IEEE Trans. Signal Process., 2020

Analytical Models for the Electromagnetic Scattering From Isolated Targets in Bistatic Configuration: Geometrical Optics Solution.
IEEE Trans. Geosci. Remote. Sens., 2020

Simulation-Based Feasibility Analysis of Ship Detection Using GNSS-R Delay-Doppler Maps.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Classification-Aided Multitarget Tracking Using the Sum-Product Algorithm.
IEEE Signal Process. Lett., 2020

Adaptive Bayesian Learning and Forecasting of Epidemic Evolution - Data Analysis of the COVID-19 Outbreak.
IEEE Access, 2020

Underwater Tracking Based on the Sum-Product Algorithm Enhanced by a Neural Network Detections Classifier.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Joint Multitarget Tracking and Dynamic Network Localization in the Underwater Domain.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Prediction oof Vessel Trajectories From AIS Data Via Sequence-To-Sequence Recurrent Neural Networks.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
Self-Tuning Algorithms for Multisensor-Multitarget Tracking Using Belief Propagation.
IEEE Trans. Signal Process., 2019

Distributed Bernoulli Filtering Using Likelihood Consensus.
IEEE Trans. Signal Inf. Process. over Networks, 2019

Ship Detection using GNSS-R delay-Doppler Maps via simulation tools.
Proceedings of the 5th IEEE International forum on Research and Technology for Society and Industry, 2019

Data Driven Vessel Trajectory Forecasting Using Stochastic Generative Models.
Proceedings of the IEEE International Conference on Acoustics, 2019

Heterogeneous Information Fusion for Multitarget Tracking Using the Sum-product Algorithm.
Proceedings of the IEEE International Conference on Acoustics, 2019

Anomaly Detection and Tracking Based on Mean-Reverting Processes with Unknown Parameters.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Detecting Anomalous Deviations From Standard Maritime Routes Using the Ornstein-Uhlenbeck Process.
IEEE Trans. Signal Process., 2018

Signal Amplitude Estimation and Detection From Unlabeled Binary Quantized Samples.
IEEE Trans. Signal Process., 2018

Multiple Ornstein-Uhlenbeck Processes for Maritime Traffic Graph Representation.
IEEE Trans. Aerosp. Electron. Syst., 2018

Message Passing Algorithms for Scalable Multitarget Tracking.
Proc. IEEE, 2018

A decision support web service for allocating assets in counter-piracy operations given periodic environmental forecast updates.
Int. J. Intell. Def. Support Syst., 2018

Maritime Surveillance Using Spaceborne GNSS-Reflectometry: The Role of the Scattering Configuration and Receiving Polarization Channel.
Proceedings of the 4th IEEE International Forum on Research and Technology for Society and Industry, 2018

Spaceborne GNSS-Reflectometry for Ship-Detection Applications: Impact of Acquisition Geometry and Polarization.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Electromagnetic Modeling of Ships in Maritime Scenarios: Geometrical Optics Approximation.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Maritime Anomaly Detection Based on Mean-Reverting Stochastic Processes Applied to a Real-World Scenario.
Proceedings of the 21st International Conference on Information Fusion, 2018

Prediction of Rendezvous in Maritime Situational Awareness.
Proceedings of the 21st International Conference on Information Fusion, 2018

Online Estimation of Unknown Parameters in Multisensor-Multitarget Tracking: a Belief Propagation Approach.
Proceedings of the 21st International Conference on Information Fusion, 2018

A Distributed Bernoulli Filter Based on Likelihood Consensus with Adaptive Pruning.
Proceedings of the 21st International Conference on Information Fusion, 2018

Belief Propagation Based AIS/Radar Data Fusion for Multi - Target Tracking.
Proceedings of the 21st International Conference on Information Fusion, 2018

Hybrid Bernoulli Filtering for Detection and Tracking of Anomalous Path Deviations.
Proceedings of the 21st International Conference on Information Fusion, 2018

Unsupervised Maritime Traffic Graph Learning with Mean-Reverting Stochastic Processes.
Proceedings of the 21st International Conference on Information Fusion, 2018

Bayesian Track-to-Graph Association for Maritime Traffic Monitoring.
Proceedings of the 26th European Signal Processing Conference, 2018

Bayesian Multi-Class Covariance Matrix Filtering for Adaptive Environment Learning.
Proceedings of the 26th European Signal Processing Conference, 2018

2017
A Scalable Algorithm for Tracking an Unknown Number of Targets Using Multiple Sensors.
IEEE Trans. Signal Process., 2017

ODIN: Obfuscation-Based Privacy-Preserving Consensus Algorithm for Decentralized Information Fusion in Smart Device Networks.
ACM Trans. Internet Techn., 2017

Performance Assessment of Vessel Dynamic Models for Long-Term Prediction Using Heterogeneous Data.
IEEE Trans. Geosci. Remote. Sens., 2017

Multiple Sensor Measurement Updates for the Extended Target Tracking Random Matrix Model.
IEEE Trans. Aerosp. Electron. Syst., 2017

Fast and Accurate ISAR Focusing Based on a Doppler Parameter Estimation Algorithm.
IEEE Geosci. Remote. Sens. Lett., 2017

Maximum Likelihood Signal Amplitude Estimation Based on Permuted Blocks of Differently Binary Quantized Observations of a Signal in Noise.
CoRR, 2017

Hypothesis testing in the presence of maxwell's daemon: signal detection by unlabeled observations.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Scalable distributed change detection and its application to maritime traffic.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016
Distributed Detection Over Adaptive Networks: Refined Asymptotics and the Role of Connectivity.
IEEE Trans. Signal Inf. Process. over Networks, 2016

Diffusion-Based Adaptive Distributed Detection: Steady-State Performance in the Slow Adaptation Regime.
IEEE Trans. Inf. Theory, 2016

Multistatic Bayesian extended target tracking.
IEEE Trans. Aerosp. Electron. Syst., 2016

Multisensor adaptive bayesian tracking under time-varying target detection probability.
IEEE Trans. Aerosp. Electron. Syst., 2016

Modeling vessel kinematics using a stochastic mean-reverting process for long-term prediction.
IEEE Trans. Aerosp. Electron. Syst., 2016

Consistent Estimation of Randomly Sampled Ornstein-Uhlenbeck Process Long-Run Mean for Long-Term Target State Prediction.
IEEE Signal Process. Lett., 2016

Learning With Privacy in Consensus + Obfuscation.
IEEE Signal Process. Lett., 2016

Comparative Analysis of Two Approaches for Multipath Ghost Suppression in Radar Imaging.
IEEE Geosci. Remote. Sens. Lett., 2016

Scalable Adaptive Multitarget Tracking Using Multiple Sensors.
Proceedings of the 2016 IEEE Globecom Workshops, Washington, DC, USA, December 4-8, 2016, 2016

Multiple sensor Bayesian extended target tracking fusion approaches using random matrices.
Proceedings of the 19th International Conference on Information Fusion, 2016

Long-term vessel kinematics prediction exploiting mean-reverting processes.
Proceedings of the 19th International Conference on Information Fusion, 2016

Tracking an unknown number of targets using multiple sensors: A belief propagation method.
Proceedings of the 19th International Conference on Information Fusion, 2016

The Mixed Ornstein-Uhlenbeck Process and context exploitation in multi-target tracking.
Proceedings of the 19th International Conference on Information Fusion, 2016

Detection over diffusion networks: Asymptotic tools for performance prediction and simulation.
Proceedings of the 24th European Signal Processing Conference, 2016

2015
Knowledge-Based Multitarget Ship Tracking for HF Surface Wave Radar Systems.
IEEE Trans. Geosci. Remote. Sens., 2015

Gamma Gaussian Inverse Wishart Probability Hypothesis Density for Extended Target Tracking Using X-Band Marine Radar Data.
IEEE Trans. Geosci. Remote. Sens., 2015

Multiple Extended Target Tracking for Through-Wall Radars.
IEEE Trans. Geosci. Remote. Sens., 2015

Distributed Multi-Target Tracking in Autonomous Sensor Networks.
CoRR, 2015

Knowledge-based ship tracking applied to HF surface wave radar data.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Extended target tracking using joint probabilistic data association filter on X-band radar data.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

ISAR motion compensation based on a new Doppler parameters estimation procedure.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Realistic ship model for extended target tracking algorithms.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Translational velocity estimation by means of bistatic isar techniques.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Adaptive Bayesian tracking with unknown time-varying sensor network performance.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Exact asymptotics of distributed detection over adaptive networks.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Converted measurements random matrix approach to extended target tracking using X-band marine radar data.
Proceedings of the 18th International Conference on Information Fusion, 2015

Adaptive filtering of imprecisely time-stamped measurements with application to AIS networks.
Proceedings of the 18th International Conference on Information Fusion, 2015

Scalable multitarget tracking using multiple sensors: A belief propagation approach.
Proceedings of the 18th International Conference on Information Fusion, 2015

Target detection using GPS signals of opportunity.
Proceedings of the 18th International Conference on Information Fusion, 2015

Environmental field estimation by consensus based dynamic sensor networks and underwater gliders.
Proceedings of the 23rd European Signal Processing Conference, 2015

2014
Bayesian Tracking in Underwater Wireless Sensor Networks With Port-Starboard Ambiguity.
IEEE Trans. Signal Process., 2014

Maritime Surveillance Using Multiple High-Frequency Surface-Wave Radars.
IEEE Trans. Geosci. Remote. Sens., 2014

Asymptotic Performance of Adaptive Distributed Detection over Networks.
CoRR, 2014

A network of HF surface wave radars for maritime surveillance: Preliminary results in the German Bight.
Proceedings of the IEEE International Conference on Acoustics, 2014

Secure multi-party consensus gossip algorithms.
Proceedings of the IEEE International Conference on Acoustics, 2014

Environmentally sensitive particle filter tracking in multistatic AUV networks with port-starboard ambiguity.
Proceedings of the IEEE International Conference on Acoustics, 2014

Large deviations analysis of adaptive distributed detection.
Proceedings of the IEEE International Conference on Acoustics, 2014

Context-enhanced vessel prediction based on Ornstein-Uhlenbeck processes using historical AIS traffic patterns: Real-world experimental results.
Proceedings of the 17th International Conference on Information Fusion, 2014

Multiple oceanographic HF surface-wave radars applied to maritime surveillance.
Proceedings of the 17th International Conference on Information Fusion, 2014

PHD extended target tracking using an incoherent X-band radar: Preliminary real-world experimental results.
Proceedings of the 17th International Conference on Information Fusion, 2014

Track before Detect algorithm for tracking extended targets applied to real-world data of X-band marine radar.
Proceedings of the 17th International Conference on Information Fusion, 2014

Cognitive multistatic AUV networks.
Proceedings of the 17th International Conference on Information Fusion, 2014

2013
Experimental Evaluation of the Range-Doppler Coupling on HF Surface Wave Radars.
IEEE Geosci. Remote. Sens. Lett., 2013

Asymptotic Efficiency of the PHD in Multitarget/Multisensor Estimation.
IEEE J. Sel. Top. Signal Process., 2013

Running Consensus for Decentralized Detection
CoRR, 2013

Detection, tracking and fusion of multiple HFSW radars for ship traffic surveillance: Experimental performance assessment.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

A linear complexity particle approach to the exact multi-sensor PHD.
Proceedings of the IEEE International Conference on Acoustics, 2013

Data fusion performance of HFSWR systems for ship traffic monitoring.
Proceedings of the 16th International Conference on Information Fusion, 2013

Detection of malicious AIS position spoofing by exploiting radar information.
Proceedings of the 16th International Conference on Information Fusion, 2013

Particle filtering approach to multistatic underwater sensor networks with left-right ambiguity.
Proceedings of the 16th International Conference on Information Fusion, 2013

Unsupervised track classification based on Hierarchical Dirichlet Processes.
Proceedings of the 21st European Signal Processing Conference, 2013

Asset network planning: Integration of environmental data and sensor performance for counter piracy.
Proceedings of the 21st European Signal Processing Conference, 2013

2012
Single-Transmission Distributed Detection via Order Statistics.
IEEE Trans. Signal Process., 2012

A novel approach to high frequency radar ship tracking exploiting aspect diversity.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Estimating sensor performance and target population size with multiple sensors.
Proceedings of the 15th International Conference on Information Fusion, 2012

Multitarget-multisensor ML and PHD: Some asymptotics.
Proceedings of the 15th International Conference on Information Fusion, 2012

Application of the JPDA-UKF to HFSW radars for maritime situational awareness.
Proceedings of the 15th International Conference on Information Fusion, 2012

2011
Consensus-based Page's test in sensor networks.
Signal Process., 2011

Asymptotic Properties of One-Bit Distributed Detection with Ordered Transmissions
CoRR, 2011

Quickest distributed detection via running consensus.
Proceedings of the 19th European Signal Processing Conference, 2011

Asymptotically consistent one-bit detection in large sensor networks.
Proceedings of the 19th European Signal Processing Conference, 2011

2010
Asymptotic optimality of running consensus in testing binary hypotheses.
IEEE Trans. Signal Process., 2010

Selective measurement transmission in distributed estimation with data association.
IEEE Trans. Signal Process., 2010

2009
Distributed estimation with data association: Is the nearest neighbor the most informative?
Proceedings of the 12th International Conference on Information Fusion, 2009

2008
Enforcing Consensus While Monitoring the Environment in Wireless Sensor Networks.
IEEE Trans. Signal Process., 2008

Running consensus in wireless sensor networks.
Proceedings of the 11th International Conference on Information Fusion, 2008


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